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About the AI Project Blueprint

The AI Project Blueprint is an open-source reference framework for setting up, executing and managing AI projects in organisations. It provides a structured approach that brings together strategy, governance, technology and people — from initial discovery through to production and continuous optimisation.

What it is

  • A modular knowledge platform with 280+ documents, organised in 3 layers: strategic framework, operational modules and reference material.
  • A complete lifecycle in 5 phases: Discovery & Strategy → Validation → Development → Delivery → Monitoring & Optimisation.
  • A practical toolkit with ready-to-use templates, checklists, gate reviews and artefacts.
  • Bilingual (NL + EN) and available as website, PDF and single-file export for LLM ingestion.

Who it's for

  • AI Product Managers leading projects from idea to production
  • Tech Leads making architecture and engineering decisions
  • Guardians overseeing ethics, compliance and hard boundaries
  • Business Sponsors & CAIOs shaping AI strategy and governance

Core principles

  1. Behaviour over model choice — Steer on what the system does, not which model powers it.
  2. Proportional governance — Heavier controls for higher risk; lightweight for low risk (Fast Lane).
  3. Evidence over assumptions — Every gate requires objective evidence, not opinions.
  4. Human in control — Five collaboration modes (Instrumental → Autonomous) with clear escalation paths.

Website: ai-delivery.io